[PDF] Top 20 Experiments with a Multilanguage Non Projective Dependency Parser
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Experiments with a Multilanguage Non Projective Dependency Parser
... Most of the errors occur near punctuations. Of- ten this is due to the fact that commas introduce relative phrases or parenthetical phrases (e.g. “ o suspeito, de 38 anos, que trabalha ”), that produce diversions in the ... See full document
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Incremental Non Projective Dependency Parsing
... mental non-projective parser has the best reported score for Danish and outperforms at least one of the other two systems for four languages out of five, although most of the differences are probably ... See full document
8
Dependency Parsing Schemata and Mildly Non Projective Dependency Parsing
... Traditional parsing schemata are used to define grammar-driven parsers, in which the parsing process is guided by some set of rules which are used to license deduction steps. For example, an Earley P REDICTOR step is tied ... See full document
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A Fast, Accurate, Non Projective, Semantically Enriched Parser
... high-quality dependency tree conversion of the Penn Treebank (Marcus, et ...a parser that is fast, ac- curate, supports non-projective trees and provides rich output, including not only ... See full document
12
Treebank Grammar Techniques for Non Projective Dependency Parsing
... of non-projective dependency pars- ing under the joint requirement of accuracy and efficiency has only recently been addressed in the ...recovering non-projectivity from the out- put of a ... See full document
9
Constraints on Non Projective Dependency Parsing
... The experiments are based on data from two tree- banks. The Prague Dependency Treebank (PDT) contains ...Our experiments concern only the analytical layer and are based on the dedicated training ... See full document
8
Comparing Non projective Strategies for Labeled Graph Based Dependency Parsing
... sets, non-projective edges were handled differently – Bohnet (2009) used the non-projective approximation algorithm, while Johansson and Nugues (2008) and Che et ...Handling ... See full document
10
Mildly Non Projective Dependency Structures
... of non-projective dependency ...quantitative experiments cannot answer the question, which of the two measures yields the more informative ... See full document
8
Non Projective Dependency Parsing in Expected Linear Time
... using dependency structures has become a standard technique in natural language processing with many different parsing models, in particular data-driven models that can be trained on syntactically annotated ... See full document
9
Global Transition based Non projective Dependency Parsing
... support non- ...mildly non- projective parsing in what, to our knowledge, is the first implementation of exact decoding for a non-projective transition-based ... See full document
12
Exploiting Dynamic Oracles to Train Projective Dependency Parsers on Non Projective Trees
... at non-projective examples is as a set of configurations containing arc incom- patibilities: when two crossing edges are reach- able, only one can actually belong to the final out- ...with non-arc- ... See full document
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Parsing Mildly Non Projective Dependency Structures
... well-nested dependency structures with gap degree at most k is closely related to cou- pled context-free grammars in which the maxi- mal rank of a nonterminal is k + 1; and the con- stituency parser defined ... See full document
9
Quadratic Time Dependency Parsing for Machine Translation
... First, dependency links are close to the se- mantic relationships, which are more likely to be consistent across ...a dependency rep- resentation, for which she found only ...ond, dependency trees ... See full document
9
A Deep Architecture for Non Projective Dependency Parsing
... There has also been studies on generating word embeddings based on syntactic relations of each word instead of its neighbors in a fixed size win- dow (Padó and Lapata, 2007). Recently, Bansal et al. (2014) and Levy and ... See full document
6
Non Projective Dependency Parsing with Non Local Transitions
... NL-Covington parser by adapting the one for standard Covington of G´omez-Rodr´ıguez and Fern´andez-Gonz´alez ...incorporating non- monotonicity (Fern´andez-Gonz´alez and G´omez- Rodr´ıguez, ... See full document
8
Towards Non projective High Order Dependency Parser
... easy-first parser in that it achieves similar accuracies with projective parsing (Kong and Smith, 2014), but can also deal with non-projective ... See full document
5
A non projective greedy dependency parser with bidirectional LSTMs
... Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopou- los, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Gan, Dan Garrette, ... See full document
11
Extracting Narrative Timelines as Temporal Dependency Structures
... poral dependency trees, achieving agreement (Krippendorff’s Alpha) of ...istic non-projective dependency parser outper- forms a graph-based maximum spanning tree parser, ... See full document
10
Incremental Integer Linear Programming for Non projective Dependency Parsing
... Table 1 shows our results using nine-fold cross- validation on the cross set. The baseline system (no additional constraints) gives an unlabelled ac- curacy of 84.6% and labelled accuracy of 88.9%. When we add our ... See full document
9
Experiments with a Higher Order Projective Dependency Parser
... Note that the model uses a common feature func- tion for second-order relations, but features could be defined specifically for each type of relation. Note also that while the higher-order factors include four ... See full document
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